Construction and maintenance of building geometric digital twins: state of the art review

V Drobnyi, Z Hu, Y Fathy, I Brilakis - Sensors, 2023 - mdpi.com
Most of the buildings that exist today were built based on 2D drawings. Building information
models that represent design-stage product information have become prevalent in the …

[HTML][HTML] Enriching geometric digital twins of buildings with small objects by fusing laser scanning and AI-based image recognition

Y Pan, A Braun, I Brilakis, A Borrmann - Automation in Construction, 2022 - Elsevier
This paper addresses the challenge of enriching geometric digital twins of buildings, with a
particular emphasis on capturing small but important entities from the electrical and the fire …

[HTML][HTML] Scan-to-graph: automatic generation and representation of highway geometric digital twins from point cloud data

Y Pan, M Wang, L Lu, R Wei, S Cavazzi, M Peck… - Automation in …, 2024 - Elsevier
Constructing geometric digital twins of highways at present still demands substantial human
effort. Unlike most previous work that uses deep learning models to segment point clouds of …

Automated two-dimensional geometric model reconstruction from point cloud data for construction quality inspection and maintenance

M Kim, D Lee - Automation in Construction, 2023 - Elsevier
Despite the availability of 3D digital models, 2D floor plans remain extensively used for
quality inspection and maintenance as they offer firsthand information. While laser scanners …

3D deep-learning-enhanced void-growing approach in creating geometric digital twins of buildings

Y Pan, A Braun, A Borrmann… - Proceedings of the …, 2022 - icevirtuallibrary.com
The challenge that this paper addresses is how to generate geometric digital twins of the
indoor environment of buildings automatically. Unlike most previous research that starts with …

Synthetic images generation for semantic understanding in facility management

L Rampini, F Re Cecconi - Construction Innovation, 2024 - emerald.com
Purpose This study aims to introduce a new methodology for generating synthetic images for
facility management purposes. The method starts by leveraging the existing 3D open-source …

Deep-learning guided structural object detection in large-scale, occluded indoor point cloud datasets

V Drobnyi, S Li, I Brilakis - EC3 Conference 2023, 2023 - ec-3.org
Automatic geometry digitisation of existing buildings remains challenging due to the large
scale and heavy clutter of input point clouds. This paper presents a two-stage hybrid method …

[PDF][PDF] Big Data and Analytics in the Deep Renovation Life Cycle

P Koukaras, S Krinidis, D Ioannidis… - … Digitalisation and the …, 2023 - library.oapen.org
The rising volume of heterogeneous data accessible at various phases of the construction
process has had a significant impact on the construction industry. The availability of data is …

[PDF][PDF] Digital twins and their roles in building deep renovation life cycle

Y Pan, Z Hu, I Brilakis - Disrupting Buildings: Digitalisation and …, 2023 - library.oapen.org
Digital twins have started to diffuse within architecture, engineering, construction, and
operations (AECO), based on their emerging and anticipated benefits to the various …

Kopplung von Graphersetzung und parametrischer Modellierung zur Unterstützung des modellbasierten Entwerfens und der Erstellung mehrskaliger Modelle

SFF Vilgertshofer - 2022 - mediatum.ub.tum.de
Die vorliegende Arbeit befasst sich mit der Unterstützung und Teilautomatisierung
komplexer und arbeitsintensiver Modellierungsprozesse von dreidimensionalen …